young-geng / CQLLinks
Conservative Q Learning on top of SAC
☆132Updated 3 years ago
Alternatives and similar repositories for CQL
Users that are interested in CQL are comparing it to the libraries listed below
Sorting:
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆182Updated 3 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆154Updated 4 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆79Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- ☆201Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆157Updated 2 years ago
- ☆58Updated 2 years ago
- Representation Learning for RL☆129Updated 2 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆61Updated 2 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆132Updated 4 years ago
- ☆300Updated 3 years ago
- A PyTorch implementation of Implicit Q-Learning☆93Updated 4 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Updated 3 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆144Updated last year
- Simple maze environments using mujoco-py☆57Updated last year
- Official code repository for Prompt-DT.☆119Updated 3 years ago
- ☆44Updated 4 years ago
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆84Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆381Updated 4 years ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- ☆54Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆115Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆225Updated last year
- Code for FOCAL Paper Published at ICLR 2021☆53Updated 2 years ago
- DMControl Generalization Benchmark☆185Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 2 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 4 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Updated 2 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago